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THE MIND'S MIRROR

RISK AND REWARD IN THE AGE OF AI

This equitable work offers something for both AI enthusiasts and skeptics.

An overview of the current and prospective benefits and perils of utilizing AI.

Rus, a roboticist and the first female director of MIT’s Computer Science and Artificial Intelligence Laboratory, and Mone follow up their first collaboration, The Heart and the Chip, by digging into the artificial brains inside the machines. The authors divide the book into three parts—“Powers,” “Fundamentals,” and “Stewardship”—and chapters bear concise, literal titles like “Speed,” “Generating,” and “Optimizing”; the longest is “Will AI Steal Your Job?” Accessible to a broad readership, that narrative delves into examples of how “we should think about making use of AI to accelerate processes in all areas of discovery, work, and life.” These areas include science, manufacturing, logistics, inventory management, transportation, and other industries, as well as in the home and in artistic contexts. “We should all think about using AI as a tool,” write the authors, “that can help us dig deeper, reach further, and imagine more boldly across all fields.” They point to ways in which AI can help synthesize raw data into useful knowledge. “It’s what we do with this information, and what ideas we generate from it, that really matters,” the authors write. "What we really want is to turn this knowledge into insight.” Citing numerous studies, they describe techniques for improving insight- and foresight-generating AI engines. Additionally, they present criticisms of the flaws, including vulnerability to hackers. One suggested protective measure is data distillation, which identifies common features of data and creates a new data set modeled on those patterns. To apply AI’s potential to a wide audience, the authors conclude, repeatedly, that people are more necessary than ever. Though the authors work in a highly technical field, they do an excellent job of speaking to nontechnical audiences.

This equitable work offers something for both AI enthusiasts and skeptics.

Pub Date: Aug. 6, 2024

ISBN: 9781324079323

Page Count: 256

Publisher: Norton

Review Posted Online: May 4, 2024

Kirkus Reviews Issue: June 1, 2024

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GOOD ECONOMICS FOR HARD TIMES

Occasionally wonky but overall a good case for how the dismal science can make the world less—well, dismal.

“Quality of life means more than just consumption”: Two MIT economists urge that a smarter, more politically aware economics be brought to bear on social issues.

It’s no secret, write Banerjee and Duflo (co-authors: Poor Economics: A Radical Rethinking of the Way To Fight Global Poverty, 2011), that “we seem to have fallen on hard times.” Immigration, trade, inequality, and taxation problems present themselves daily, and they seem to be intractable. Economics can be put to use in figuring out these big-issue questions. Data can be adduced, for example, to answer the question of whether immigration tends to suppress wages. The answer: “There is no evidence low-skilled migration to rich countries drives wage and employment down for the natives.” In fact, it opens up opportunities for those natives by freeing them to look for better work. The problem becomes thornier when it comes to the matter of free trade; as the authors observe, “left-behind people live in left-behind places,” which explains why regional poverty descended on Appalachia when so many manufacturing jobs left for China in the age of globalism, leaving behind not just left-behind people but also people ripe for exploitation by nationalist politicians. The authors add, interestingly, that the same thing occurred in parts of Germany, Spain, and Norway that fell victim to the “China shock.” In what they call a “slightly technical aside,” they build a case for addressing trade issues not with trade wars but with consumption taxes: “It makes no sense to ask agricultural workers to lose their jobs just so steelworkers can keep theirs, which is what tariffs accomplish.” Policymakers might want to consider such counsel, especially when it is coupled with the observation that free trade benefits workers in poor countries but punishes workers in rich ones.

Occasionally wonky but overall a good case for how the dismal science can make the world less—well, dismal.

Pub Date: Nov. 12, 2019

ISBN: 978-1-61039-950-0

Page Count: 432

Publisher: PublicAffairs

Review Posted Online: Aug. 28, 2019

Kirkus Reviews Issue: Sept. 15, 2019

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POVERTY, BY AMERICA

A clearly delineated guide to finally eradicate poverty in America.

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A thoughtful program for eradicating poverty from the Pulitzer Prize–winning author of Evicted.

“America’s poverty is not for lack of resources,” writes Desmond. “We lack something else.” That something else is compassion, in part, but it’s also the lack of a social system that insists that everyone pull their weight—and that includes the corporations and wealthy individuals who, the IRS estimates, get away without paying upward of $1 trillion per year. Desmond, who grew up in modest circumstances and suffered poverty in young adulthood, points to the deleterious effects of being poor—among countless others, the precarity of health care and housing (with no meaningful controls on rent), lack of transportation, the constant threat of losing one’s job due to illness, and the need to care for dependent children. It does not help, Desmond adds, that so few working people are represented by unions or that Black Americans, even those who have followed the “three rules” (graduate from high school, get a full-time job, wait until marriage to have children), are far likelier to be poor than their White compatriots. Furthermore, so many full-time jobs are being recast as contracted, fire-at-will gigs, “not a break from the norm as much as an extension of it, a continuation of corporations finding new ways to limit their obligations to workers.” By Desmond’s reckoning, besides amending these conditions, it would not take a miracle to eliminate poverty: about $177 billion, which would help end hunger and homelessness and “make immense headway in driving down the many agonizing correlates of poverty, like violence, sickness, and despair.” These are matters requiring systemic reform, which will in turn require Americans to elect officials who will enact that reform. And all of us, the author urges, must become “poverty abolitionists…refusing to live as unwitting enemies of the poor.” Fortune 500 CEOs won’t like Desmond’s message for rewriting the social contract—which is precisely the point.

A clearly delineated guide to finally eradicate poverty in America.

Pub Date: March 21, 2023

ISBN: 9780593239919

Page Count: 288

Publisher: Crown

Review Posted Online: Nov. 30, 2022

Kirkus Reviews Issue: Jan. 1, 2023

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